{"id":"W2989871442","doi":"10.1002/jsid.858","title":"Model for assessing organic light‐emitting diode display lifetime across applications","year":2019,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"Green IT and Sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oralys (Canada)","funders":"","keywords":"OLED; Luminance; Diode; Computer science; Optoelectronics; Display device; Power consumption; Power (physics); Materials science; Physics; Computer vision","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000792551,0.0001318943,0.0002019228,0.00002076387,0.0003176006,0.0001869609,0.0003373732,0.0001184839,0.000004336893],"category_scores_gemma":[0.00009054828,0.00009339029,0.0008478712,0.0001656554,0.00002333743,0.001683744,0.00004775001,0.0002305096,0.000006456365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436091,"about_ca_system_score_gemma":0.00009064798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.396565e-7,"about_ca_topic_score_gemma":9.130087e-7,"domain_scores_codex":[0.9988332,0.000006797874,0.0006148203,0.00005593283,0.0002201566,0.0002690645],"domain_scores_gemma":[0.9988351,0.0001392266,0.0003589107,0.0002255055,0.0003787359,0.00006254458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007410167,0.0001036284,0.009909798,0.003497272,0.0008213626,5.824847e-8,0.04159568,0.8930535,0.009395336,0.004153244,0.02174568,0.01565039],"study_design_scores_gemma":[0.0007502433,0.00001593761,0.0009588302,0.00004862303,0.00006528798,0.000007046248,0.003174853,0.9741941,0.0006487195,0.0008799923,0.01910641,0.0001499249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3852764,0.00006431344,0.6126546,0.0005271055,0.0003412986,0.0008283357,0.0000623028,0.00004121543,0.0002043719],"genre_scores_gemma":[0.9933099,0.00000877924,0.006096752,0.0001831534,0.0001090397,0.00005175305,0.00001459276,0.00001984334,0.0002061991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6080335,"threshold_uncertainty_score":0.3808345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006763393005509163,"score_gpt":0.2521613981326668,"score_spread":0.2453980051271576,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}